Song, Hao

Classifier calibration: a survey on how to assess and improve predicted class probabilities

Silva Filho, T., Song, H., Perello-Nieto, M., Santos-Rodriguez, R., Kull, M., & Flach, P. (2023) · Machine Learning

Imbalanced Data Classification TechniquesMachine Learning and Data Classification

Cited by 228

Beyond temperature scaling: Obtaining well-calibrated multiclass probabilities with Dirichlet calibration

Kull, M., Perello-Nieto, M., Kängsepp, M., Filho, T. S., Song, H., & Flach, P. (2019) · arXiv

Adversarial Robustness in Machine LearningMachine Learning and Data Classification

Cited by 206

Efficient and Robust Model Benchmarks with Item Response Theory and Adaptive Testing

Song, H., & Flach, P. (2021) · International Journal of Interactive Multimedia and Artificial Intelligence

Machine Learning and Data ClassificationPsychometric Methodologies and Testing

Cited by 8